Basic Statistics

Raw Counts

Name Value
Rows 3,925
Columns 38
Discrete columns 16
Continuous columns 22
All missing columns 0
Missing observations 0
Complete Rows 3,925
Total observations 149,150
Memory allocation 1.1 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## Represented.Test.Veh.Model: 719 categories

QQ Plot

Correlation Analysis

## 2 features with more than 20 categories ignored!
## Vehicle.Manufacturer.Name: 24 categories
## Represented.Test.Veh.Model: 719 categories
## Warning in cor(x = structure(list(Test.Veh.Displacement..L. = c(4, 4, 5.2, : the
## standard deviation is zero

Principal Component Analysis

## 1 features with more than 50 categories ignored!
## Represented.Test.Veh.Model: 719 categories
## Warning in plot_prcomp(data = structure(list(Vehicle.Manufacturer.Name = c("aston martin", : The following features are dropped due to zero variance:
##  * FE_UNIT_MPG